HK1263014B - Intention emergence device, intention emergence method, and storage medium - Google Patents

Description

Intention emergence device, intention emergence method, and storage medium

Technical Field

The present invention relates to a meaning emergence device, a meaning emergence method, and a meaning emergence program.

Background

In the prior art, a noreman-type computer or artificial intelligence has attempted to reproduce a double-loop or triple-loop reaction occurring in the human brain judgment process by using techniques such as a neural network and deep learning.

On the other hand, there has been proposed a technique of estimating a state of a person such as emotion or physiology without using a calculation method (that is, a binary method) using an enormous number of switches as in a noemann-type computer or the like. For example, in patent document 1, a deviation amount of a steady state in a subject is determined using information indicating a physiological state of the subject and information indicating an emotion or an activity of an organ such as a brain of the subject, and an energy acting on the emotion or the activity of the organ of the subject is calculated from the determined deviation amount. Further, patent document 1 proposes a technique of estimating a state of illness of a subject based on a state of rotation of each gear by rotating a plurality of gears indicating respective activities such as emotion and organs of the subject in a virtual space using the calculated energy.

Documents of the prior art

Patent document

Patent document 1: japanese unexamined patent application publication No. 2015-128579

Disclosure of Invention

Problems to be solved by the invention

However, in the method of the noeman computer or the like used in the past, the probability and the differential in the calculation means in the binary method can be dealt with, and the calculation can be repeated indefinitely. Therefore, in the method using the noemann-type computer or the like, the repeatedly executed calculation (reaction such as double loop) does not diverge as in the determination process of the human brain, and it is difficult to maintain the calculation amount within the range of the storage capacity of the memory or the like. That is, in the method using the noeman-type computer or the like, it is difficult to reproduce the reaction such as the double loop in the judgment of the human brain, and the meaning and the timing of the judgment or the like (the timing at which the reaction such as the double loop (the calculation to be repeatedly executed) converges) are determined. Further, in the method using the noemann-type computer or the like, it is difficult to determine various meanings and judgments according to the mood of the user or the situation, scene, or the like. These are known as artificial intelligence framework problems.

In one aspect, the intention emergence device, the intention emergence method, and the intention emergence program of the present disclosure aim to enable emergence of a wide variety of intentions.

Means for solving the problems

From one viewpoint, a meaning emerging device includes: an acquisition unit that acquires data including at least voice information uttered by a target person to be detected; a detection unit which detects the emotion of the subject person using the acquired data; a determination unit configured to determine a coefficient for weighting the acquired data, based on the detected emotion of the subject; a calculation unit that calculates energy acting on the emotion and the movement of an organ of a human using the data and the coefficient; a plurality of elements including a substance whose state changes in accordance with the input of energy calculated by the arithmetic section, and outputting a signal indicating a change in the state of the substance as the emotion of the person and the homeostasis of each organ; a current portion for determining the emotion and meaning according to the state change of the substance contained in the signal output from each of the plurality of elements; and a control unit that changes the state of the substance in the plurality of elements when the amount of change in the state of the substance in at least one of the plurality of elements is equal to or less than a predetermined amount, or when the state of the substance in at least one of the plurality of elements is a predetermined state.

In the intention-to-emerge method from another viewpoint, data including at least voice information uttered by a target person to be detected is acquired; detecting the emotion of the subject person using the acquired data; determining a coefficient for weighting the acquired data based on the detected emotion; calculating energy acting on the emotion and the activity of the organ of the person using the data and the coefficient; inputting the calculated energy to a plurality of elements including a substance whose state changes in accordance with the input, and causing each of the plurality of elements to output a signal indicating a change in the state of the substance as an emotion of the human being and a homeostasis of each of the organs; determining emotion and meaning based on a change in the state of a substance contained in a signal output from each of the plurality of elements; and changing the state of the substance in the plurality of elements when the amount of change in the state of the substance in at least one of the plurality of elements is equal to or less than a predetermined amount, or when the state of the substance in at least one of the plurality of elements is a predetermined state.

The meaning emergence program based on other viewpoints causes a computer to execute the following processing: acquiring data including at least voice information uttered by a target person to be detected; detecting the emotion of the subject person using the acquired data; determining a coefficient for weighting the acquired data based on the detected emotion; calculating energy acting on the emotion and the activity of the organ of the person using the data and the coefficient; inputting the calculated energy to a plurality of elements including a substance whose state changes in accordance with the input, and causing each of the plurality of elements to output a signal indicating a change in the state of the substance as an emotion of the person and a homeostasis of each organ; determining emotion and meaning based on a change in the state of a substance contained in a signal output from each of the plurality of elements; and changing the state of the substance in the plurality of elements when the amount of change in the state of the substance in at least one of the plurality of elements is equal to or less than a predetermined amount, or when the state of the substance in at least one of the plurality of elements is a predetermined state.

The intention emergence device, the intention emergence method, and the intention emergence program of the present disclosure can emerge various meanings.

Drawings

Fig. 1 is a diagram showing an embodiment of a presentation device.

Fig. 2 is a diagram schematically showing an example of linkage of human homeostasis.

Fig. 3 is a diagram showing an example of the element section shown in fig. 1.

Fig. 4 is a diagram showing an example of the flush table shown in fig. 1.

Fig. 5 is a diagram showing an example of the intention surge processing in the intention surge device shown in fig. 1.

Detailed Description

Hereinafter, embodiments will be described with reference to the drawings.

Fig. 1 shows an embodiment of a presentation device.

The presentation apparatus 100 shown in fig. 1 is a computer apparatus or the like having an arithmetic Processing apparatus such as a CPU (Central Processing Unit) or the like and a storage Unit 80 such as a hard disk device or the like. The device 100 for indicating occurrence is connected to the measuring device 1 and the output device 2 by wire or wirelessly via an input/output interface or the like included in the device 100 for indicating occurrence.

The measurement device 1 includes at least a microphone, for example, and measures a signal of a sound uttered by the target person PA as the sound information. The measuring apparatus 1 outputs data including the measured voice information of the subject PA to the intention announcing apparatus 100. The measurement device 1 includes, for example, a plurality of devices such as a heart rate meter, an electrocardiograph, a sphygmomanometer, a thermometer, a skin resistance meter, a camera, and an MRI (Magnetic Resonance Imaging) device, and measures physiological information such as blood pressure and body temperature of the subject PA. The measurement device 1 outputs data including the measured physiological information and the measured voice information of the subject PA to the intention emergence device 100. The measurement device 1 may also include an acceleration sensor, an electronic gyroscope, or the like.

The physiological information of the subject PA measured by the measurement device 1 includes, for example, the heart rate (pulse rate), heart rate variability, blood pressure, body temperature, perspiration amount (skin resistance, skin potential), eye movement, pupil diameter, and blink rate. The measured physiological information includes, for example, expired air, hormones, body endocrine such as biomolecules, brain waves, fMRI (functional MRI) information, and the like.

For example, the heart rate (pulse) number is measured using a heart rate meter or the like included in the measurement device 1, and has a property that the amount of adrenaline secretion in the body increases due to excitement or tension, and the pulsation of the heart increases.

The heart rate variability is acquired by performing spectral analysis such as FFT (Fast Fourier Transform) on the electrocardiographic waveform of the subject PA measured by the electrocardiograph included in the measurement apparatus 1, for example. In addition, by comparing the amounts of the low frequency component LF (e.g., 0.04 to 0.14 hz) and the high frequency component HF (e.g., 0.14 to 0.5 hz) of the heart rate variability, the level of excitement or stress of the subject PA can be obtained. In addition, the low frequency component LF of the heart rate variability has the property of increasing primarily with sympathetic activity, while the high frequency component HF has the property of increasing with parasympathetic activity.

The blood pressure is measured using, for example, a sphygmomanometer included in the measurement apparatus 1, and has a property that the blood pressure increases due to an increase in blood flow resistance caused by vasoconstriction of the PA of the subject accompanying excitement or tension.

The body temperature is measured using, for example, a thermometer or the like included in the measuring apparatus 1, and has a property that it increases due to heat generation in the body by an increase in heart rate, an increase in blood glucose level, tension in muscles, or the like caused by excitement or tension.

The amount of perspiration (skin resistance, skin potential) is measured, for example, using a skin resistance meter or the like included in the measuring apparatus 1, and has a property that the skin resistance is decreased by promoting perspiration due to excitement or tension.

The movement of the eyeball, the pupil diameter, and the number of blinks are measured using, for example, an eye potentiometer, a camera, or the like of the measurement device 1. Further, the movement of the eyeball is intensified by excitement or tension, the pupil diameter is enlarged by excitement or tension, and the number of blinks is increased by excitement or tension.

The exhalation is measured as the number, speed, and displacement of breath or the like based on the respiratory volume or the breath sound using, for example, a spirometer (respiratory flow meter), a spirometer, a microphone, or the like included in the measurement apparatus 1, and has a property that the number, speed, and displacement of breath increase due to excitement or stress.

Body endocrine substances such as hormones and biomolecules are measured by chemically analyzing saliva, blood, lymph, sweat, digestive juice, urine, or the like collected from the subject PA using an analyzer included in the measuring apparatus 1. The body secretions may be measured by the measuring apparatus 1 according to peripheral blood vessels, digestive system, myoelectric potential, skin temperature, blood flow, immune system, or the like of the subject PA. Further, the secretion in the body has a property of changing the secretion amount or property of hormones or biomolecules in the body due to excitation or stress.

The brain waves are measured using, for example, an optical, magnetic, or electrical brain activity meter included in the measurement device 1, and have a property that the waveform changes due to excitation or tension.

The fMRI information is measured by, for example, an MRI apparatus included in the measurement apparatus 1, and includes blood flow in each active region in the brain and distribution of oxygenated hemoglobin. fMRI information has a property that an active site in the brain changes due to excitation or stress. For example, mood-related excitement or stress is manifested in the limbic system (amygdala), hypothalamus, cerebellum, brainstem, or hippocampus as changes in blood flow. Such changes in blood flow cause changes in the intracerebral distribution of oxygenated hemoglobin.

The output device 2 includes, for example, a display such as an Organic EL (Organic Electro-Luminescence) or a liquid crystal, a speaker, or the like. The output device 2 receives data indicating the emotion or meaning of the surge of the meaning device 100, displays the received data on a display, or outputs the received data as sound from a speaker.

The output device 2 may be provided inside the emergency device 100. The output device 2 may be another robot or another artificial intelligence (i.e., another meaning emerging device 100) connected to a network. The output device 2 may be a mobile communication terminal such as a smartphone, an automobile, or the like.

The device 100 shown in fig. 1 includes an acquisition unit 10, a detection unit 20, a determination unit 30, an arithmetic unit 40, an element unit 50, a flush unit 60, a control unit 70, and a storage unit 80. The functions of the detection unit 20, the determination unit 30, the calculation unit 40, the emergence unit 60, and the control unit 70 may be realized by an emergence program executed by the arithmetic processing device of the emergence device 100, or may be realized by hardware.

The acquisition unit 10 is an input/output interface or the like, and acquires data including the audio information and the physiological information of the subject PA from the measurement device 1. The acquisition unit 10 outputs the acquired data to the detection unit 20.

The acquisition unit 10 may acquire data including at least voice information of the subject PA from the measurement device 1, and acquire character information such as an instruction command input from the subject PA via an input device such as a keyboard included in the presentation intention device 100, for example. The acquisition unit 10 may include a network interface, and may acquire information that the subject PA may show interest, and the like, together with the data of the audio information of the subject PA via a network.

The detection unit 20 detects the emotion of the subject PA using the voice information in the data of the subject PA acquired by the measurement device 1. For example, the detection unit 20 detects emotions such as "anger", "sadness", "usual", "happy" and the like using the emotion table generated and stored in the storage unit 80 and the voice information of the subject PA by the technique disclosed in (japanese) japanese patent laid-open No. 2009-294647. The detection unit 20 outputs the detection result of the emotion of the subject PA to the determination unit 30. The detection unit 20 also stores the detection result of the emotion of the subject PA in the storage unit 80 together with the acquired data.

Further, the emotion recognition apparatus 100 causes each of a plurality of persons to listen to voices extracted in units of utterance in a daily conversation, a tv series, or the like in a random order in order to generate an emotion list, and determines which emotion the emotion of a speaker received from the voice of each unit of utterance is. Then, the intention emergence device 100 extracts sounds having a common emotion in the sound generation units from the determination results, and calculates the values of parameters such as the intensity, fundamental frequency, frequency distribution, or suppression of the sound waveform in each sound generation unit.

The emotion recognition apparatus 100 calculates information corresponding to emotional or psychological attributes such as information from words or syntax corresponding to the emotional or psychological attributes using a means for acquiring language information from voice, such as voice recognition. The emotion recognition apparatus 100 analyzes a range of values in which each of a plurality of parameters in each voice is distributed, shows a temporal change, and analyzes what kind of combination of parameters is the cause of determining each voice as an emotional state. Based on the analysis result, the intention emergence apparatus 100 creates and stores conditions for each emotion by listing values or combination patterns of each parameter as an emotion list in the storage unit 80.

The detection unit 20 may detect the utterance content uttered by the subject person PA from the voice information of the subject person PA. That is, when the subject PA utters "today is good weather (はいい weather ですね today)", the detector 20 extracts a partition unit for each phoneme as "きょ/う/は/い/い/て/one word/き/で/す/ね". Further, the detection unit 20 extracts a unit for division for each word from the voice information of the subject PA. For example, when the voice information of "current はいい weather ですね" is inputted, the detector 20 extracts a division unit for each word as "きょ う/は/いい/て one word き/ですね (today/one word/good/weather)".

The detection unit 20 then performs recognition and syntax analysis of each word included in the voice of the subject PA based on the information indicating the extracted phoneme and word segmentation unit in the voice of the subject PA. That is, the detection unit 20 recognizes 5W1H pieces of information indicating "who", "what", "when", "where", "why", and "how" from the voice of the subject PA, and grasps the content of the voice of the subject PA as natural language. The detection unit 20 may detect the situation or the standpoint where the subject PA is located from the voice of the subject PA based on the content of the recognized voice. The detection unit 20 stores the detected utterance content and situation of the subject PA in the storage unit 80 together with the emotion of the subject PA.

The determination unit 30 determines a coefficient for weighting a parameter such as intensity or fundamental frequency obtained from the voice information and a parameter such as blood pressure or body temperature included in the physiological information, for example, based on the emotion of the subject PA detected by the detection unit 20.

The emotion of the subject PA to be detected by the detection unit 20 may be a plurality of mixed emotions, rather than a simple emotion that can be classified as one emotion. The emotion of the subject PA also changes depending on the situation or the position in which the subject PA is placed. Therefore, the determination unit 30 preferably determines the coefficients for weighting the audio information and the physiological information of the subject PA in accordance with the emotion of the subject PA, taking into consideration the content and situation of the utterance of the subject PA detected by the detection unit 20.

For example, when the detected temporal change in the emotion of the subject PA matches a predetermined specific temporal change, that is, a temporal change indicating a state of "strong impression", the determination unit 30 determines the coefficient for weighting the sound information and the physiological information of the subject PA to a large value. In addition, when the detected emotion is greatly changed, the same utterance content is frequently and repeatedly detected, or the utterance content which is likely to remain in the impression, or the like, the determination unit 30 determines the coefficient for weighting the audio information and the physiological information of the subject PA to be a large value as a state of "strong impression". In this case, it is preferable that the detected emotion, utterance content, and the like of the subject PA are stored in the storage unit 80 as strong past memories in the human memory even after the lapse of time.

On the other hand, when the detected temporal change in the emotion of the subject PA does not match a predetermined specific temporal change, that is, a temporal change indicating a state of "strong impression", that is, a temporal change indicating a state of "weak impression", the determination unit 30 determines the coefficient for weighting the sound information and the physiological information of the subject PA to a small value. In addition, when the detected emotional change is small, or when the utterance is detected only 1 time or several times, the determination unit 30 determines the coefficient of weighting the sound information and the physiological information of the target person PA to be a small value as the "impression-poor" state. In this case, the detected emotion and utterance of the subject PA are regarded as past ambiguous memory in the human memory, and are erased from the storage unit 80 with the lapse of time. This can suppress the amount of data stored in the storage unit 80.

The determination unit 30 may determine the weighted coefficient of the audio information and the physiological information of the target person PA by using one of the signal output from the element unit 50 described later and the emotion of the emotion-inducing device 100 determined by the induction unit 60, and the detected emotion of the target person PA. This makes it possible to change the personality and personality of the intention bringing-up device 100 based on the external influence from the subject PA or the like and the internal influence of the intention bringing-up device 100.

The calculation unit 40 calculates energy acting on the emotion and the movement of the organ of the person using the data acquired from the measurement device 1 and the coefficient determined by the determination unit 30. The operation of the arithmetic unit 40 is explained with reference to fig. 2 and 3.

The element unit 50 includes a plurality of elements such as Metamorphose (metamorphism) elements and spin electronics (Spintronics) elements that change the state of a substance in response to the input of energy calculated by the arithmetic unit 40. The element unit 50 outputs a signal indicating a change in the state of each substance of the plurality of elements to the appearance unit 60 and the control unit 70 as the emotion of the human being and the homeostasis of each organ. The operation of the element unit 50 will be described with reference to fig. 2 and 3.

The appearance unit 60 determines the emotion and meaning from a change in the state (steady state) of a substance included in a signal output from each element of the element unit 50, for example, using the appearance table ET stored in the storage unit 80. The operation of the inrush part 60 and the inrush table ET will be described with reference to fig. 4.

The control unit 70 monitors the operation of the plurality of elements included in the element unit 50, and changes the state of the substance in at least one of the plurality of elements to a phase change when the amount of change in the state of the substance in the plurality of elements is equal to or less than a predetermined amount. The operation of the control unit 70 will be described with reference to fig. 3.

The storage unit 80 is a hard disk device, a memory, or the like, and stores data such as the flush table ET and a meaning flush program. The storage unit 80 also stores data including the audio information and physiological information of the subject PA acquired by the acquisition unit 10, and the emotion and utterance content of the subject PA detected by the detection unit 20. The storage unit 80 is disposed inside the emergency device 100, but may be disposed outside the emergency device 100. In this case, the storage unit 80 is preferably connected to the intention surge device 100 via a network or the like.

The program for meaning discovery can be recorded on a removable disk such as a CD (Compact Disc) or a DVD (Digital Versatile Disc) and then distributed. Note that the intention surge device 100 may download the intention surge program from the network via a network interface included in the intention surge device 100, and store the program in the storage unit 80.

Fig. 2 schematically shows an example of linkage of human homeostasis. In fig. 2, for example, the equilibrium of the steady state in the whole human organism is represented by the rotation of a circular figure, and is referred to as a circulatory system 200. The circulatory system 200 also includes a plurality of circulatory systems K (K1-K10) that form, for example, a substance or organ of an adult. In FIG. 2, circulation systems K1-K10 are shown as being interlocked with each other to maintain steady state equilibrium and with a smaller circular rotation than circulation system 200. For example, the circulatory system K1 represents the steady state of the mood of a person based on the sound that the person utters via the vocal cords. The circulatory system K2 represents, for example, the homeostasis of the human heart based on heart rate or heart rate variability, or the like. The circulatory system K3 represents, for example, the steady state of the digestive system in humans, such as the stomach, small intestine, or large intestine. The circulatory system K4 represents, for example, the steady state of the immune system that protects a human from diseases and the like. The circulatory system K5 represents, for example, the steady state of hormones that transmit information for regulating the movement of organs included in the human organism.

The circulation system K6 represents, for example, the homeostasis of biomolecules such as a plurality of kinds of proteins produced by human genetic genes. The circulatory system K7 represents, for example, the homeostasis of a human genetic gene. The circulatory system K8 represents, for example, the homeostasis of the activity of the cells forming the human. The circulatory system K9 represents, for example, the steady state of activity in the limbic system of the brain of a person who includes amygdala and the like among the brains closely related to emotion. The circulatory system K10 represents, for example, the steady state of a neurotransmission substance transmitted by synaptic intervention information.

Then, in order for the intentional inrush device 100 shown in fig. 1 to operate as an artificial intelligence, the element unit 50 is used to determine the steady state in the circulation system 200 of the intentional inrush device 100.

The circulation system 200 includes 10 circulation systems K1 to K10, but may include a plurality of circulation systems other than 10. Each circulation system K may further include a plurality of circulation systems. For example, the vocal cord circulatory system K1 may have a plurality of circulatory systems indicating the emotion of a person such as anger, usual, sadness, happiness, and the like. The circulatory system K2 of the heart may have a plurality of circulatory systems representing, for example, the heart rate or the heart rate variability of a human.

The circulatory system 200 represents a steady state in the whole human organism, but may represent a steady state in one part such as the human brain, or may represent a steady state in a human society such as a company or a country. For example, when the circulatory system 200 indicates a steady state in the human brain, each circulatory system K indicates a steady state of each nerve cell of the brain. In addition, in the case where the circulatory system 200 represents a steady state in the human society, each circulatory system K represents a steady state in each person.

The linkage of the human homeostasis is shown as the circulatory system 200 shown in fig. 2, but the linkage is not limited to this and may be shown in other forms.

Fig. 3 shows an example of the element section 50 shown in fig. 1. The element section 50 has N elements 51(1) - (51-51 (N)) and a supply section 52.

The element 51 is a deformable element having a substance such as a metal oxide or a polymer hydrogel that changes (changes phase) between solid and liquid according to voltage, temperature, or the like input from the outside, for example. The element 51 such as a deformation element outputs a signal indicating a change in the state of the substance to the burst section 60 and the control section 70. In addition, since the state of the substance continuously changes between solid and liquid, the element 51 can output a signal of a value that continuously changes according to the change in the state of the substance. Since the steady state in each circulation system K also continuously changes, a value indicating a change in the state of the substance in the signal output from each element 51 can be used as the steady state in each circulation system K. The expression device 100 reproduces a double loop or other reaction in the judgment process of the human brain by using the N elements 51.

Therefore, the emerging device 100 shown in fig. 1 has each element 51 as each circulation system K shown in fig. 2 (for example, N is 10), and uses the signal indicating the change in the state of the substance output from each element 51 as a steady state in each circulation system K. Since the circulation systems K affect each other, the elements 51 are connected to each other so as to be able to transmit and receive signals indicating changes in the state of the substance.

The supply unit 52 is, for example, a power source, a light source, a heat source, a sprayer, or the like. For example, when the supply unit 52 is a power supply, a voltage, a current, or the like corresponding to the energy calculated by the calculation unit 40 is supplied to the N elements 51. When the supply unit 52 is a light source, electromagnetic waves of an intensity or frequency corresponding to the energy calculated by the calculation unit 40 are irradiated to the N elements 51. In the case where the supply unit 52 is a heat source, thermal energy corresponding to the energy calculated by the calculation unit 40 is supplied to the N elements 51, and in the case where the supply unit is a sprayer, the solvent is sprayed at a concentration or temperature corresponding to the energy calculated by the calculation unit 40.

The calculation unit 40 calculates the energy TE acting on the emotion and the movement of the organ when the intention inducing device 100 operates as artificial intelligence, for example, using the data acquired by the acquisition unit 10, the coefficient determined by the determination unit 30, and the expression (1).

[ number 1]

Wherein, a _i The values of parameters such as intensity and fundamental frequency in the sound information obtained by the detection unit 20 and the values of parameters such as blood pressure included in the physiological information measured by the measurement device 1 are indicated. w is a _i Indicates the value a for each parameter _i The coefficient of weighting of (2). M represents the number of parameters.

The calculation unit 40 calculates the energy TE using the equation (1), but may use the function F (a) _i ,w _i ) The energy TE is calculated. Function F (a) _i ,w _i ) It is preferable to appropriately determine the character or personality to be given to the intention promoting device 100.

The energy TE calculated by the calculation unit 40 may be a negative value. In this case, for example, the supply unit 52 may apply a negative voltage to the element 51, or may cool the element 51.

The element 51 changes the state of the substance by supplying the energy TE through the supply unit 52, but the state of the substance may converge to a predetermined state with the passage of time. In this case, the amount of change in the state of the substance in the element 51 decreases (i.e., the steady state in the circulation system K decreases).

To avoid this, the control unit 70 monitors the change in the state of the substance in each element 51 (steady state) based on the signal output from each element 51. The control unit 70 determines that the steady state is decreasing when the amount of change in the state of the substance of at least one element 51 among the N elements 51 continues to be equal to or less than the predetermined amount for a predetermined time or longer. The control unit 70 outputs to all the elements 51 an instruction to change the state of the substance, for example, to change a part of the solid into a liquid and a part of the liquid into a solid. This means that the surge apparatus 100 can avoid a decrease in the steady state.

The operation of the control unit 70 instructing the N elements 51 to change the phase corresponds to, for example, performing a mood change such as taking a rest or walking when there is no progress (a reaction such as double rings in the determination process of the human brain is repeatedly performed) in the work or discussion. Further, a person may conceive an idea or idea of a new viewpoint by making a reaction such as a double loop in the brain converge by switching moods. Therefore, the control unit 70 instructs the N elements 51 to perform phase transition, and causes each element 51 to output a signal indicating a change in the state of the substance, which is different from that before the phase transition. The appearance unit 60 determines a different emotion and meaning from those before the phase transition based on a change in the state of a substance different from that before the phase transition, which is included in the signal of each element 51. That is, the intention emergence device 100 determines a new emotion and intention different from those before the phase transition, with the instruction of the phase transition by the control unit 70 being set as the timing at which the reactions such as the double loop in the intention emergence device 100 converge. Thus, the intention emergence device 100 can determine various meanings, judgments, and the like according to the mood, the situation, the scene, and the like of the user.

The predetermined amount and the predetermined time are preferably set appropriately according to the personality or personality to be given to the intention promoting device 100. The predetermined amount and the predetermined time may be set to different values for each element 51.

The number of elements 51 whose amount of change in the state of the substance is equal to or less than a predetermined amount when the control unit 70 outputs the instruction of the phase change is preferably set as appropriate according to the personality or personality to be given to the intention promoting apparatus 100. For example, the smaller the number of elements 51, the shorter the time the flooding apparatus 100 can react to data input from the subject PA. On the other hand, as the number of elements 51 increases, it means that the response of the device 100 to the data input from the subject PA is slow, but a more appropriate response can be shown to the subject PA.

The control unit 70 may output an instruction of phase change to all the elements 51 when the state of the substance in at least one element 51 of the N elements 51 is a predetermined state. The predetermined state is preferably set as appropriate according to the character or personality to be given to the intention promoting device 100. The predetermined state may be set differently for each element 51.

Fig. 4 shows an example of the occurrence table ET shown in fig. 1. The emergence table ET has emotion and meaning, and storage regions of the elements 51(1) - (51N).

In the emotional and meaning storage area, the combination of emotions and meanings such as "anger, patience", "anger, mouth, usual, conversation" and "usual, agreeable" is stored.

In each of the storage regions of the elements 51(1) - (51 (N), a combination of changes in the state of the substance (steady state) indicated by the signals output from the respective elements 51 determined by the emotion and emotion meaning stored in the emotion and emotion meaning storage regions for the emerging portion 60 is stored. The storage area storing "-" indicates a condition not included in the emotion and meaning determined by the emergence unit 60.

The change in the state of the substance stored in the storage region of each element 51 is preset to the change in the state indicated by the substance of the element 51 in a predetermined time based on the result of simulation by, for example, executing the simulation disclosed in patent document 1. The change in the state of the substance stored in the storage region of each element 51 is preferably set as appropriate according to the character or personality to be given to the expression device 100.

The change in the state of the substance stored in the storage area of the elements 51(1) - (51N) may be changed according to the coefficient of the weight determined by the determination unit 30, or the emotion or meaning determined by the emergence unit 60. The order of change of the state of the substance stored in the storage region of the elements 51(1) - (51N) may be changed according to the coefficient of the weight determined by the determination unit 30, or the emotion and meaning determined by the emergence unit 60. This enables the personality and personality of the intention bringing device 100 to be changed based on the external influence from the subject PA or the like and the internal influence of the intention bringing device 100.

The appearance unit 60 determines the emotion and meaning based on the appearance table ET stored in the storage unit 80 and the change in the state of the substance included in the signal output from each of the N elements 51. The appearance unit 60 outputs the determined emotion and intention results to the output device 2. For example, when the utterance content of the subject PA detected by the detection unit 20 and the utterance list storing the determined emotion and meaning of the voice data or character data uttered by the intentional burst device 100 are stored in the storage unit 80, the burst unit 60 extracts the voice data and the like corresponding to the detected utterance content of the subject PA and the determined emotion and meaning from the utterance list. The speech inducing apparatus 100 outputs the extracted sound data from the speaker included in the output apparatus 2. This enables the presentation device 100 to perform a conversation with the subject PA.

Further, the intention emergence device 100 outputs the emotion and intention received by the utterance of the subject PA and the impression of the subject PA to the output device 2 based on the result of the emotion and intention determined by the emergence unit 60. Further, the intention emergence device 100 may output a comment for communication with the subject PA to the output device 2 so that the subject PA can read the atmosphere on the site and perform communication. This can improve the communication capability of the subject PA.

In addition, when the subject PA is suffering from a mental disease or the like, the intention emergence device 100 may output, to the output device 2, an introduction or the like to the mental disease or the like with respect to the subject PA based on the result of the emotion and the intention determined by the emergence unit 60. This enables the manifestation apparatus 100 to improve the pathological condition of the subject PA.

Fig. 5 shows an example of the intention emergence process in the intention emergence device 100 shown in fig. 1. The processing shown in fig. 5 is realized by the arithmetic processing device of the intention emergence apparatus 100 executing the intention emergence program stored in the storage unit 80. That is, the processing shown in fig. 5 represents an embodiment of the intention emergence program and the intention emergence method. The processing shown in fig. 5 may be implemented by hardware mounted on the intention surge apparatus 100. In this case, the detection unit 20, the determination unit 30, the calculation unit 40, the occurrence unit 60, and the control unit 70 shown in fig. 1 are realized by circuits arranged in the intention occurrence device 100.

In step S100, the acquisition unit 10 acquires data including the voice information and the physiological information of the subject PA measured by the measurement device 1. The acquisition unit 10 outputs the acquired data to the detection unit 20.

Next, in step S110, the detection unit 20 detects the emotion such as "anger" or "ordinary" of the subject PA using the voice information of the subject PA among the data acquired in step S100. The detection unit 20 outputs the detection result of the emotion of the subject PA to the determination unit 30.

Next, in step S120, the determination unit 30 determines a coefficient for weighting the audio information and the physiological information of the subject PA based on the emotion of the subject PA detected in step S110.

Next, in step S130, the calculation unit 40 calculates the energy TE acting on the emotion and the movement of the organ of the person using the data acquired in step S100, the coefficient determined in step S120, and expression (1).

Next, in step S140, the element unit 50 supplies the energy TE calculated in step S130 to the N elements 51 via the supply unit 52. Each element 51 changes the state of the substance in accordance with the supplied energy TE, and outputs a signal indicating the change in the state of the substance to the emission unit 60 and the control unit 70 as a steady state in each circulation system K.

Next, in step S150, the control unit 70 receives the signal output from each element 51 in step S140, and monitors the change in the state of the substance in each element 51 (steady state). The control unit 70 determines whether or not the amount of change in the state of the substance in at least one element 51 among the N elements 51 is equal to or less than a predetermined amount. When the amount of change in the state of the substance in the element 51 continues to be equal to or less than the predetermined amount for a predetermined time or longer, the process of the flooding apparatus 100 is transferred to step S160. On the other hand, if the amount of change in the state of the substance in the element 51 does not continue to be equal to or less than the predetermined amount for the predetermined time, the process of the flooding apparatus 100 proceeds to step S170.

In step S160, the control unit 70 outputs an instruction to change the state of the substance to all the elements 51. Then, the process of the apparatus 100 is transferred to step S170.

In step S170, the appearance unit 60 determines the emotion and meaning based on the appearance table ET stored in the storage unit 80 and the change in the state of the substance included in the signal output from each of the N elements 51. Alternatively, after the phase change is performed in step S160, the emergence unit 60 determines the emotion and meaning based on the change in the state of the substance included in the signal output from each element 51 and the emergence table ET. The appearance unit 60 outputs the determined emotion and intention results to the output device 2. For example, when the utterance content of the subject PA detected by the detection unit 20 and the utterance list storing the determined emotion and meaning of the voice data or character data uttered by the intentional burst device 100 are stored in the storage unit 80, the burst unit 60 extracts the voice data and the like corresponding to the detected utterance content of the subject PA and the determined emotion and meaning from the utterance list. The speech suggestion device 100 outputs the extracted audio data from the speaker included in the output device 2, and makes a conversation with the subject PA.

Further, the intention emergence device 100 may output the emotion and intention received by the utterance of the subject PA and the impression of the subject PA to the output device 2 based on the result of the emotion and intention determined by the emergence unit 60. The presentation intention device 100 outputs a comment for communication with the subject PA to the output device 2 so that the subject PA can communicate by reading the atmosphere on the site, thereby improving the communication ability of the subject PA.

In addition, when the subject PA has a mental disease or the like, the intention emergence device 100 outputs an introduction or the like about the mental disease or the like to the subject PA to the output device 2 based on the emotion and intention determined by the emergence unit 60, thereby improving the pathological condition of the subject PA.

Then, the intention emergence device 100 ends the intention emergence process. The intention emergence device 100 repeatedly executes the processing of step S100 to step S170 each time data of the subject PA is received from the measurement device 1.

In addition, in the processing shown in fig. 5, the processing of step S100 to step S140, and the processing of step S150 to step S170 may also be executed in parallel.

As described above, in the embodiment shown in fig. 1 to 5, the determination unit 30 determines the coefficient for weighting the audio information and the physiological information included in the data acquired by the acquisition unit 10, based on the emotion of the subject PA detected by the detection unit 20 from the audio information of the subject PA. The element unit 50 inputs the energy TE calculated by the calculation unit 40 using the weighted coefficient determined by the determination unit 30 to the N elements 51 via the supply unit 52. Each element 51 outputs a signal including a change in the state of the substance to the appearance unit 60 and the control unit 70 as the emotion of the human being and the homeostasis of each organ. The appearance unit 60 determines the emotion and meaning based on the change in the state of the substance indicated by the signal output from each element 51, and the control unit 70 outputs an instruction to change the phase of the substance to the N elements 51 to change the state of the substance when the amount of change in the state of the substance in at least one element 51 of the N elements 51 is equal to or less than a predetermined amount.

That is, the intention emergence device 100 sets the timing at which the reactions such as the double loop in the intention emergence device 100 converge to the instruction of the phase change by the control unit 70, and determines a new emotion and intention different from those before the phase change. Thus, the intention emergence device 100 can determine various meanings, judgments, and the like according to the mood, the situation, the scene, and the like of the user.

Instead of a human, the subject PA may emerge from the apparatus 100 in other ways. In this case, the data acquired by the intention emergence device 100 from the other intention emergence device 100 may be only the audio information output by the other intention emergence device 100, or the signals output by the elements 51 of the other intention emergence device 100 may be used as the physiological information. Thus, the intention emerging device 100 can simulate the development of human communication.

The meaning emergence apparatus 100 shown in fig. 1 can also be applied to psychological counseling such as psychology analysis, action prediction, action analysis, psychology, interviews or prescriptions in general medicine. The device 100 may also be applied to applications, services, and search systems of mobile terminal devices such as robots, artificial intelligence, automobiles, call centers, entertainment, the internet, smartphones, and tablet terminals. The intention emergence device 100 may be applied to a diagnostic device, an automatic inquiry device, a disaster triage (triage), or the like. The device 100 for promoting a sense of sight may be applied to financial credit management systems, prediction of action, information analysis in enterprises, schools, administrative agencies, police and military, information collection activities, psychological analysis for false and false discovery, and organization team management. The expression emergence apparatus 100 can also be applied to a system for managing mental health or behavior prediction of a member of an organization, a researcher, a practitioner, or a manager, a system for controlling an environment such as a house, an office, an airplane, or a space ship, or a means for knowing a mental state or behavior prediction of a family or a friend. The intention promoting apparatus 100 may be applied to a system for distributing music or movies, retrieving general information, analyzing and managing information, processing information, analyzing a consumer's taste market, and the like, or managing the information via a network or a stand-alone device.

The features and advantages of the embodiments will become apparent from the detailed description given above. It is intended that the features and advantages of the embodiments described above be achieved without departing from the scope of the claims and their spirit and scope. Further, any improvement or modification should be easily conceived by a person having ordinary knowledge in the technical field. Therefore, the scope of the inventive embodiments is not intended to be limited to the above description, and may be modified as appropriate and equivalents may be included in the scope disclosed in the embodiments.

Description of the reference symbols

1 … … measuring device; 2 … … output device; 10 … … acquisition unit; 20 … … detection part; a 30 … … determination section; a 40 … … arithmetic unit; 50 … … element part; 51(1) -51(N) … … elements; 52 … … supply section; 60 … … flush; 70 … … control section; 80 … … storage section; 100 … … means flush device; 200. a K1-K10 … … circulation system; ET … … emergence list

Claims (5)

1. A device for presenting a sense of sight, comprising:

an acquisition unit that acquires data including at least voice information uttered by a target person to be detected;

a detection unit that detects the emotion of the subject person using the acquired data;

a determination unit configured to determine a coefficient for weighting the acquired data, based on the detected emotion of the subject;

a calculation unit that calculates energy acting on the emotion and the movement of an organ of a person using the data and the coefficient;

a plurality of elements including a substance whose state changes in accordance with the input of the energy calculated by the arithmetic unit, and outputting a signal indicating a change in the state of the substance as the emotion of the human being and the homeostasis of each of the organs;

a surge unit for determining an emotion and a meaning based on a change in a state of the substance included in the signal output from each of the plurality of elements; and

and a control unit that, when a change amount of a state of the substance in at least one element among the plurality of elements is equal to or less than a predetermined amount, or when the state of the substance in at least one element is a predetermined state, changes a phase of the substance in the plurality of elements.

2. The significance emerging device of claim 1,

the plurality of elements are connected to each other in such a manner as to be able to transmit and receive the signal.

3. The current sense apparatus of claim 1 or claim 2,

the determination unit determines a coefficient for weighting the data based on the detected emotion and the emotion determined by the emergence unit.

4. A method for presenting a sense of sight,

acquiring data including at least voice information uttered by a target person to be detected;

detecting an emotion of the subject person using the acquired data;

determining a coefficient for weighting the acquired data according to the detected emotion;

calculating energy acting on the emotion and the movement of the organ of the person using the data and the coefficient;

inputting the calculated energy to a plurality of elements including a substance whose state changes in accordance with the input, and causing each of the plurality of elements to output a signal indicating a change in the state of the substance as an emotion of a human being and a homeostasis of each of organs;

determining emotion and meaning based on a change in the state of the substance contained in the signal output from each of the plurality of elements; and

when the amount of change in the state of the substance in at least one element among the plurality of elements is equal to or less than a predetermined amount, or when the state of the substance in at least one element is a predetermined state, the state of the substance in the plurality of elements is changed in phase.

5. A storage medium storing a meaning emergence program that causes a computer to execute:

acquiring data including at least voice information uttered by a target person to be detected;

detecting an emotion of the subject person using the acquired data;

determining a coefficient for weighting the acquired data according to the detected emotion;

calculating energy acting on the emotion and the movement of the organ of the person using the data and the coefficient;

inputting the calculated energy to a plurality of elements including a substance whose state changes in accordance with the input, and causing each of the plurality of elements to output a signal indicating a change in the state of the substance as an emotion of a human being and a homeostasis of each of organs;

determining emotion and meaning based on a change in the state of the substance contained in the signal output from each of the plurality of elements; and

when the amount of change in the state of the substance in at least one element among the plurality of elements is equal to or less than a predetermined amount, or when the state of the substance in at least one element is a predetermined state, the state of the substance in the plurality of elements is changed in phase.